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This paper presents a new method for image representation based on object-oriented graph structure used for formalizing the process of image retrieval based on content considering the information extracted from the segmentation process and the semantic interpretation of this information. We used an image domain ontology for interpreting the image contents and constructed an Object Oriented Graphs (OOG) for describing each image. The instances of the ontology together with the OOG'sdblp:journals/ijcsa/GaneaB10 fatcat:mo7rtkbqwbbnddia2d47sivj6m